PO.PS01.09 · 人群科学
美国老年个体结直肠癌的风险因素与预测模型
Risk factors and prediction models for colorectal cancer in older US individuals
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:结直肠癌(CRC)在老年人中具有高发病率和高死亡率,但通常不推荐75岁以后进行常规筛查,且现行指南有限。75岁后诊断的CRC的风险因素以及风险最高的老年个体亚组尚未得到明确界定。
方法:我们在护士健康研究和卫生专业人员随访研究中,对75岁前无CRC的参与者进行了前瞻性队列分析。已确立的CRC风险因素评估至75岁,可改变因素则跨多次重复问卷取平均值。我们计算了年龄和性别标准化发病率(标准化至2000年美国标准人口),并采用Cox比例风险回归估计关联并构建风险预测模型。模型区分度采用C统计量评估。
结果:在92,773名参与者中,848名在75岁后患CRC。75岁前有下消化道内镜检查史与显著较低的CRC风险相关(发病率,113对237/10万),且这一关联无论指征(筛查或症状)如何都保持一致。当考虑75岁前的内镜检查时机时,最后一次内镜检查在66至75岁之间的参与者,其CRC发病率低于最后一次内镜检查在66岁之前的参与者(即漏掉至少一次推荐的内镜检查;102对163/10万)。风险在男性和有CRC家族史者中更高。可改变因素方面,重度吸烟、饮酒、体重指数(BMI)和加工肉类摄入呈正相关。某些亚组的发病率与无既往内镜检查者相当,例如有≥2名受累一级亲属、每日>2杯酒精饮料以及BMI≥35 kg/m²的个体(210至243/10万)。未观察到身高、腰围、糖尿病史、体力活动、未加工红肉、膳食纤维或全谷物摄入的显著关联。与仅纳入既往下消化道内镜检查的模型相比,加入最后一次内镜检查时机、性别、家族史和可改变因素显著改善了区分度(C统计量从0.55提高至0.66;p<0.001)。
结论:在两个大型前瞻性队列中,75岁前(尤其是66至75岁之间)的下消化道内镜检查与75岁后显著较低的CRC发病率相关,家族史和可改变因素进一步分层了风险。纳入这些因素改善了风险预测,并可能指导75岁以上个体的个性化预防。
查看英文原文 English abstract
Background: Colorectal cancer (CRC) has high incidence and mortality in older adults, yet routine screening after age 75 is generally not recommended and current guidelines are limited. Risk factors for CRC diagnosed after age 75 and the subgroups of older individuals at highest risk are not well defined.
Methods: We conducted a prospective cohort analysis within the Nurses' Health Study and the Health Professionals Follow-Up Study among participants free of CRC through age 75. Established CRC risk factors were assessed up to age 75, with modifiable factors averaged across repeated questionnaires. We calculated age- and sex-standardized incidence rates (standardized to the 2000 US standard population) and used Cox proportional hazards regression to estimate associations and build a risk prediction model. Model discrimination was evaluated using the C-statistic.
Results: Among 92,773 participants, 848 developed CRC after age 75. A history of lower endoscopy by age 75 was associated with substantially lower CRC risk (incidence, 113 vs 237 per 100,000), and this association was consistent regardless of indication (screening or symptoms). When considering endoscopy timing by age 75, participants whose last endoscopy occurred between ages 66 and 75 had lower CRC incidence than those whose last endoscopy was before age 66 (i.e., missing at least one recommended endoscopy; 102 vs 163 per 100,000). Risk was higher in men and in those with a family history of CRC. Modifiable factors showed positive associations for heavy smoking, alcohol consumption, body mass index (BMI), and processed meat intake. Some subgroups had incidence rates comparable to those without prior endoscopy, such as individuals with ≥2 affected first-degree relatives, >2 alcoholic drinks/day, and BMI ≥35 kg/m 2 (210 to 243 per 100,000). No significant associations were observed for height, waist circumference, history of diabetes, physical activity, unprocessed red meat, dietary fiber, or whole grain intake. Compared to a model including only prior lower endoscopy, adding last-endoscopy timing, sex, family history, and modifiable factors significantly improved discrimination (C-statistic from 0.55 to 0.66; p < 0.001).
Conclusion: In two large prospective cohorts, lower endoscopy by age 75, particularly between ages 66 and 75, was associated with substantially lower CRC incidence after age 75, and family history and modifiable factors further stratify risk. Incorporating these factors improved risk prediction and may guide individualized prevention beyond age 75.
利益披露 Disclosure
C. Yuan, None..
Q. Wang, None..
S. K. Char, None..
W. Ma, None..
B. M. Wolpin, None..
J. A. Meyerhardt, None..
S. Ogino, None..
M. Song, None..
E. L. Giovannucci, None..
K. Ng, None.